Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

13 results at SDM 2017

Detecting malicious behavior in computer networks via cost-sensitive and connectivity constrained classification
- - Houping Xiao
  - Jing Gao
  - et al.
- 2017
- SDM 2017
Outlier detection with autoencoder ensembles
- - Jinghui Chen
  - Saket Sathe
  - et al.
- 2017
- SDM 2017
Exploiting hierarchical structures for unsupervised feature selection
- - Suhang Wang
  - Yilin Wang
  - et al.
- 2017
- SDM 2017
Outlier detection for text data
- - Ramakrishnan Kannan
  - Hyenkyun Woo
  - et al.
- 2017
- SDM 2017
Computational drug discovery with dyadic positive-unlabeled learning
- - Yashu Liu
  - Shuang Qiu
  - et al.
- 2017
- SDM 2017
Uncovering group level insights with accordant clustering
- - Amit Dhurandhar
  - Margareta Ackerman
  - et al.
- 2017
- SDM 2017
Signed network embedding in social media
- - Suhang Wang
  - Jiliang Tang
  - et al.
- 2017
- SDM 2017
Polyadic regression and its application to chemogenomics
- - Ioakeim Perros
  - Fei Wang
  - et al.
- 2017
- SDM 2017
Using a random forest to inspire a neural network and improving on it
- - Suhang Wang
  - Charu Aggarwal
  - et al.
- 2017
- SDM 2017
Learning from multi-modality multi-resolution data: An optimization approach
- - Yada Zhu
  - Jianbo Li
  - et al.
- 2017
- SDM 2017